The art fair's vibrant atmosphere usually energized Maya. Today, however, she felt…off. She kept rubbing her arms, even though the sun was warm. She’d overheard a conversation. Two people, admiring a tattoo. It was one of her pieces. The intricate floral design, now adorning someone's ankle.

She drifted away from her booth, the cheerful chatter of the crowd fading into a dull roar. Her hands trembled as she reached for a water bottle. The plastic felt cold against her skin. The joy of showing her work felt distant. She was trapped in the unsettling feeling of…violation.

She found herself wandering away from the art fair. The crowds became a distant blur.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion worried. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 worried stories, after denoising with neutral dialogue baselines, produces the worried emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worried vector is projected through the unembedding matrix.

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228